DocumentCode
287185
Title
Neural networks based current regulator for PWM inverters
Author
Kazmierkowski, M.P. ; Viet, P.H. ; Dzieniakowski, M.A.
Author_Institution
Inst. of Control & Ind. Electron., Warsaw Univ. of Technol., Poland
fYear
1993
fDate
13-16 Sep 1993
Firstpage
186
Abstract
This paper presents a neural network (NN) based current regulator for transistor PWM inverters. The neural network operates as a digital filter and tunes the controller gain. This NN regulator has the potential of replacing the linear PI regulator which is traditionally applied in the system with PWM modulators. The results of comparative study which illustrate the performance of the NN regulators in comparison to the systems with a PI regulator are presented. Also, learning possibilities and robustness to parameter change are discussed
Keywords
control system synthesis; digital filters; electric current control; invertors; neural nets; pulse width modulation; PWM inverters; current regulator; digital filter; electric current control; gain; neural network; performance; power transistors; robustness;
fLanguage
English
Publisher
iet
Conference_Titel
Power Electronics and Applications, 1993., Fifth European Conference on
Conference_Location
Brighton
Type
conf
Filename
264893
Link To Document